/* ============================================================================== This file is part of the JUCE library. Copyright (c) 2022 - Raw Material Software Limited JUCE is an open source library subject to commercial or open-source licensing. The code included in this file is provided under the terms of the ISC license http://www.isc.org/downloads/software-support-policy/isc-license. Permission To use, copy, modify, and/or distribute this software for any purpose with or without fee is hereby granted provided that the above copyright notice and this permission notice appear in all copies. JUCE IS PROVIDED "AS IS" WITHOUT ANY WARRANTY, AND ALL WARRANTIES, WHETHER EXPRESSED OR IMPLIED, INCLUDING MERCHANTABILITY AND FITNESS FOR PURPOSE, ARE DISCLAIMED. ============================================================================== */ namespace juce { #if JUCE_UNIT_TESTS class InterpolatorTests : public UnitTest { public: InterpolatorTests() : UnitTest ("InterpolatorTests", UnitTestCategories::audio) { } private: template void runInterplatorTests (const String& interpolatorName) { auto createGaussian = [] (std::vector& destination, float scale, float centreInSamples, float width) { for (size_t i = 0; i < destination.size(); ++i) { auto x = (((float) i) - centreInSamples) * width; destination[i] = std::exp (-(x * x)); } FloatVectorOperations::multiply (destination.data(), scale, (int) destination.size()); }; auto findGaussianPeak = [] (const std::vector& input) -> float { auto max = std::max_element (std::begin (input), std::end (input)); auto maxPrev = max - 1; jassert (maxPrev >= std::begin (input)); auto maxNext = max + 1; jassert (maxNext < std::end (input)); auto quadraticMaxLoc = (*maxPrev - *maxNext) / (2.0f * ((*maxNext + *maxPrev) - (2.0f * *max))); return quadraticMaxLoc + (float) std::distance (std::begin (input), max); }; auto expectAllElementsWithin = [this] (const std::vector& v1, const std::vector& v2, float tolerance) { expectEquals ((int) v1.size(), (int) v2.size()); for (size_t i = 0; i < v1.size(); ++i) expectWithinAbsoluteError (v1[i], v2[i], tolerance); }; InterpolatorType interpolator; constexpr size_t inputSize = 1001; static_assert (inputSize > 800 + InterpolatorType::getBaseLatency(), "The test InterpolatorTests input buffer is too small"); std::vector input (inputSize); constexpr auto inputGaussianMidpoint = (float) (inputSize - 1) / 2.0f; constexpr auto inputGaussianValueAtEnds = 0.000001f; const auto inputGaussianWidth = std::sqrt (-std::log (inputGaussianValueAtEnds)) / inputGaussianMidpoint; createGaussian (input, 1.0f, inputGaussianMidpoint, inputGaussianWidth); for (auto speedRatio : { 0.4, 0.8263, 1.0, 1.05, 1.2384, 1.6 }) { const auto expectedGaussianMidpoint = (inputGaussianMidpoint + InterpolatorType::getBaseLatency()) / (float) speedRatio; const auto expectedGaussianWidth = inputGaussianWidth * (float) speedRatio; const auto outputBufferSize = (size_t) std::floor ((float) input.size() / speedRatio); for (int numBlocks : { 1, 5 }) { const auto inputBlockSize = (float) input.size() / (float) numBlocks; const auto outputBlockSize = (int) std::floor (inputBlockSize / speedRatio); std::vector output (outputBufferSize, std::numeric_limits::min()); beginTest (interpolatorName + " process " + String (numBlocks) + " blocks ratio " + String (speedRatio)); interpolator.reset(); { auto* inputPtr = input.data(); auto* outputPtr = output.data(); for (int i = 0; i < numBlocks; ++i) { auto numInputSamplesRead = interpolator.process (speedRatio, inputPtr, outputPtr, outputBlockSize); inputPtr += numInputSamplesRead; outputPtr += outputBlockSize; } } expectWithinAbsoluteError (findGaussianPeak (output), expectedGaussianMidpoint, 0.1f); std::vector expectedOutput (output.size()); createGaussian (expectedOutput, 1.0f, expectedGaussianMidpoint, expectedGaussianWidth); expectAllElementsWithin (output, expectedOutput, 0.02f); beginTest (interpolatorName + " process adding " + String (numBlocks) + " blocks ratio " + String (speedRatio)); interpolator.reset(); constexpr float addingGain = 0.7384f; { auto* inputPtr = input.data(); auto* outputPtr = output.data(); for (int i = 0; i < numBlocks; ++i) { auto numInputSamplesRead = interpolator.processAdding (speedRatio, inputPtr, outputPtr, outputBlockSize, addingGain); inputPtr += numInputSamplesRead; outputPtr += outputBlockSize; } } expectWithinAbsoluteError (findGaussianPeak (output), expectedGaussianMidpoint, 0.1f); std::vector additionalOutput (output.size()); createGaussian (additionalOutput, addingGain, expectedGaussianMidpoint, expectedGaussianWidth); FloatVectorOperations::add (expectedOutput.data(), additionalOutput.data(), (int) additionalOutput.size()); expectAllElementsWithin (output, expectedOutput, 0.02f); } beginTest (interpolatorName + " process wrap 0 ratio " + String (speedRatio)); std::vector doubleLengthOutput (2 * outputBufferSize, std::numeric_limits::min()); interpolator.reset(); interpolator.process (speedRatio, input.data(), doubleLengthOutput.data(), (int) doubleLengthOutput.size(), (int) input.size(), 0); std::vector expectedDoubleLengthOutput (doubleLengthOutput.size()); createGaussian (expectedDoubleLengthOutput, 1.0f, expectedGaussianMidpoint, expectedGaussianWidth); expectAllElementsWithin (doubleLengthOutput, expectedDoubleLengthOutput, 0.02f); beginTest (interpolatorName + " process wrap double ratio " + String (speedRatio)); interpolator.reset(); interpolator.process (speedRatio, input.data(), doubleLengthOutput.data(), (int) doubleLengthOutput.size(), (int) input.size(), (int) input.size()); std::vector secondGaussian (doubleLengthOutput.size()); createGaussian (secondGaussian, 1.0f, expectedGaussianMidpoint + (float) outputBufferSize, expectedGaussianWidth); FloatVectorOperations::add (expectedDoubleLengthOutput.data(), secondGaussian.data(), (int) expectedDoubleLengthOutput.size()); expectAllElementsWithin (doubleLengthOutput, expectedDoubleLengthOutput, 0.02f); } } public: void runTest() override { runInterplatorTests ("WindowedSincInterpolator"); runInterplatorTests ("LagrangeInterpolator"); runInterplatorTests ("CatmullRomInterpolator"); runInterplatorTests ("LinearInterpolator"); } }; static InterpolatorTests interpolatorTests; #endif } // namespace juce